The crisp autumn air bit at Elara’s cheeks as she walked through the park. She clutched the handwritten pages to her chest, the paper crinkling with each step. She had found it hidden amongst Oliver's old sketchbooks, a collection of stories about their life.

She inhaled deeply, the scent of fallen leaves filling her lungs. Oliver, in the story, was a bumbling, well-meaning sort. She, however, was the one who could solve all problems. He saw her as the glue holding them together, a vibrant force.

She stopped by the old oak tree, her favorite spot. She'd known for a long time how he felt about her. She was his muse, his inspiration.

A warm sensation flooded her chest. He'd been writing about their life, about *her*, and she found it utterly endearing. She felt a surge of affection for him. Her lips curled into a small, happy smile as she made her way home.

Emotion: self-confident

Cluster: Positive / Joy
PC1 (Valence): 3.45 Positive
PC2 (Disposition): 0.56

Role in Research

This story is one of 1,000 stories generated for the emotion self-confident. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 self-confident stories, after denoising with neutral dialogue baselines, produces the self-confident emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-confident vector is projected through the unembedding matrix.

Promoted:
de0.778
la0.550
l0.467
😎0.458
πŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
λ§ˆλ‹€-0.459
😣-0.458